Dataset Drift

Dataset Drift is NOT detected. Dataset drift detection threshold is 0.5

16

Columns

4

Drifted Columns

0.25

Share of Drifted Columns

Data Drift Summary

Drift is detected for 25.0% of columns (4 out of 16).

	Column	Type	Reference Distribution	Current Distribution	Data Drift	Stat Test	Drift Score
	fid	cat			Detected	Jensen-Shannon distance	0.832555
	description	cat			Detected	Jensen-Shannon distance	0.803583
	saturatedFat	num			Detected	Wasserstein distance (normed)	0.106222
	fat	num			Detected	Wasserstein distance (normed)	0.100703
	calories	num			Not Detected	Wasserstein distance (normed)	0.095983
	protein	num			Not Detected	Wasserstein distance (normed)	0.095498
	carbohydrates	num			Not Detected	Wasserstein distance (normed)	0.094229
	sugars	num			Not Detected	Wasserstein distance (normed)	0.071242
	fiber	num			Not Detected	Wasserstein distance (normed)	0.038422
	potassium	num			Not Detected	Wasserstein distance (normed)	0.037991